{"id":"W4312087020","doi":"10.1002/alz.067068","title":"NOVEL VIRTUAL REALITY‐ BASED METHOD FOR OBJECTIVE MEASUREMENT OF EMOTIONAL REACTIVITY IN PATIENTS WITH ALZHEIMER'S DISEASE","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bonferroni correction; Stimulus (psychology); Audiology; Cognition; Neuropathology; Psychology; Reactivity (psychology); Montreal Cognitive Assessment; Disease; Clinical psychology; Cognitive impairment; Medicine; Developmental psychology; Psychiatry; Internal medicine; Cognitive psychology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004066711,0.0002292979,0.0002630286,0.0001228197,0.0002530956,0.00001539461,0.0002436151,0.00002751564,0.0001170196],"category_scores_gemma":[0.00013481,0.0001991861,0.000123536,0.0003337555,0.0000824374,0.0001485852,0.0001418448,0.0001514002,0.000001882508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002625277,"about_ca_system_score_gemma":0.0001411443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815055,"about_ca_topic_score_gemma":0.00003912521,"domain_scores_codex":[0.9972744,0.000391035,0.0003163703,0.0006971905,0.0009833372,0.0003376785],"domain_scores_gemma":[0.9989638,0.0002604618,0.0002398438,0.0003103636,0.0001085489,0.0001169305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04428357,0.1021326,0.4708619,0.00004736139,0.01530085,0.0001218231,0.0006742059,0.0699513,0.06348167,0.01906314,0.001889919,0.2121916],"study_design_scores_gemma":[0.01146171,0.003320405,0.9354215,0.00001421481,0.006376255,7.4355e-7,0.00003007544,0.0056345,0.03495429,0.001542813,0.0007238612,0.0005196171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053476,0.003221082,0.07091995,0.0025089,0.00110129,0.01048065,0.0050723,0.0002253609,0.001122818],"genre_scores_gemma":[0.9972609,9.109052e-7,0.001380336,0.0007618621,0.000008352823,0.0004976764,0.00006307566,0.00002610102,8.110857e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4645596,"threshold_uncertainty_score":0.8122573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06375837019100547,"score_gpt":0.2901451866197285,"score_spread":0.226386816428723,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}